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Polynomial-free unisolvence of polyharmonic splines with odd exponent by random sampling

Numerical Analysis 2024-01-25 v1 Numerical Analysis

Abstract

In a recent paper almost sure unisolvence of RBF interpolation at random points with no polynomial addition was proved, for Thin-Plate Splines and Radial Powers with noninteger exponent. The proving technique left unsolved the case of odd exponents. In this short note we prove almost sure polynomial-free unisolvence in such instances, by a deeper analysis of the interpolation matrix determinant and fundamental properties of analytic functions.

Keywords

Cite

@article{arxiv.2401.13322,
  title  = {Polynomial-free unisolvence of polyharmonic splines with odd exponent by random sampling},
  author = {Alvise Sommariva and Marco Vianello},
  journal= {arXiv preprint arXiv:2401.13322},
  year   = {2024}
}

Comments

Keywords: multivariate interpolation, Radial Basis Functions, polyharmonic splines, odd integer exponent, unisolvence, analytic functions